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Resources

Reference Architectures

Documented, repeatable technology architectures — some in production use, some under active development in the Private AI Lab.

Connected Business Technology Stack

Documented

The foundational architecture for a growing business — six layers from customer experience through infrastructure, integrated bidirectionally so data flows where it needs to.

Six horizontal layers stacked vertically representing the connected business technology stack, with arrows indicating bidirectional flow between customer experience, business applications, AI and automation, data and knowledge, cloud or private infrastructure, and monitoring and management layers.

Private AI Reference — Three Tiers

In development

Three conceptual tiers of private AI infrastructure sized by workload — from a single AI Office Node for internal knowledge, to a Department AI Server for multi-user workloads, to a multi-GPU Private AI Platform.

Three progressively larger tiers of private AI hardware — AI Office Node (single workstation), Department AI Server (stacked GPUs and storage), and Private AI Platform (multi-GPU rack with storage array and management).

AI Agent — Scope, Grounding, and Escalation

Documented

The reference flow for every AI agent we deploy — inbound intake, scope check against grounded knowledge, either AI response with citations or human escalation with full context, and metrics feeding continuous improvement.

Flow diagram showing an inbound inquiry moving through a scope check, then either an AI response grounded in the knowledge base or a human escalation with full context handoff, with metrics feeding back into scope and grounding iteration.

Architecture registry

Written architectures currently maintained, in active development, or under evaluation.

Small Business Operating Stack

Documented

Website, hosting, email, CRM, scheduling, payments, forms, analytics, and basic automation.

Professional-Services Delivery Layer

Documented

CRM, proposal workflow, client portal, project delivery, internal knowledge, and reporting.

AI Customer Engagement Stack

Documented

Multi-channel AI receptionist, website assistant, lead qualification, and escalation infrastructure.

Private AI — Tier 1 (Office Node)

In development

On-premise AI workstation for internal knowledge and departmental workloads.

Private AI — Tier 2 (Department Server)

In development

Multi-user AI server for larger models, voice/document processing, and concurrent agents.

Private AI — Tier 3 (Platform)

Under evaluation

High-capacity multi-GPU platform for advanced workloads and regulated environments.

Interested in adapting a reference architecture for your organization?